“电费精算师”企业用电优化数据

1.数据适用范围：浙江省湖州市本级，浙江省湖州市下辖市级、浙江省湖州市各区县 
2.数据内容：通过电力数据为企业提供优化用电建议，促进企业在用能方面降本增效。
3.数据应用场景：对数据中台的线上数据进行分析挖掘，通过电力数据对企业用电进行基本电费分析、平均电价分析、分时用电分析、力率考核分析、最大用电负荷分析，助力企业优化用电，为企业提供优化用电建议，助力企业降本增效。（由于字数限制，部分字段算法填写至“7.其他需要说明的信息”，此处优先展示此产品特有算法规则。本产品金额单位统一为“元”；电量单位统一为“千瓦时（kWh）”；负荷或需量单位统一为“千瓦（kW）”；容量单位统一为“千伏安”（kVA））
本月同行业平均电价：所属行业本月平均电价（本月同行业用电电费/本月同行业用电电量）这个值可在系统报表中直接查询到。
本月代理购电电价：按电费年月、电压等级及用电类别统计，可在公开代理购电电价表中查询。
企业用电电费同比：（本月总用电电费-去年同期总用电电费）/去年同期总用电电费。
企业用电电费环比：（本月总用电电费-上月总用电电费）/上月总用电电费。
本月基本电费计费模式：当月基本电费计费模式。
本月基本电费金额：当月基本电费金额。
本月运行容量（kVA）：当月运行变压器容量。
本月最大需量（kW）：当月最大需量值。
本月功率因数：当月实际功率因数。
本月力调电费：当月力调电费。
关联发电户发电方式：当月关联发电户的发电方式。
关联发电户合同容量（kVA）：当月关联发电户的合同容量。
关联发电户本月上网电量：当月关联发电户的上网电量。
分时合理性：谷时段电量占比≥41.67%为合理，<41.67%为不合理。
建议基本电费合理方式：分别按当月最大需量、运行容量计算基本电费，对比结果。
企业基本电费计费模式是否需要调整：容量计费用户，按需量计算值>按容量计算值则无需调整，反之需调整；需量计费用户，按需量计算值>按容量计算值则需调整，反之无需调整。
企业调整后可节省电费：按最大需量、运行容量计算的基本电费的差值。
功率因数建议：本月力调电费≤0，则建议为“合理，无需调整”；如本月力调电费>0，则建议为“不合理，建议调整”。
变压器运行建议：运行容量>当月最大负荷,则建议为“变压器运行合理”；运行容量≤当月最大负荷,则建议为“本月变压器运行有超上限，请保持在变压器合理运行范围用电”。
平均电价建议（与行业平均电价比）：本月到户均价>本月同行业平均电价,则建议为“本月平均电价高于行业均价，建议调整分时用电增加谷电或咨询售电公司”；本月到户均价<本月同行业平均电价,则建议为“平均电价合理，请继续保持”。

1. Data Application Scope: The municipal-level jurisdiction of Huzhou City, Zhejiang Province, as well as all districts and counties under the jurisdiction of Huzhou City, Zhejiang Province.
2. Data Content: Provide optimized electricity consumption suggestions for enterprises via power data, so as to help enterprises reduce costs and improve energy consumption efficiency.
3. Data Application Scenarios: Analyze and mine the online data of the data middle platform, and carry out basic electricity charge analysis, average electricity price analysis, time-of-use electricity consumption analysis, power factor assessment analysis, and maximum electricity load analysis for enterprise electricity consumption using power data, to assist enterprises in optimizing electricity usage, providing targeted optimized electricity consumption suggestions, and helping enterprises reduce costs and improve efficiency. (Due to word count restrictions, some field algorithms are filled in "7. Other Information to be Specified", and the product-specific algorithm rules are prioritized here. The unit of monetary amount for this product is uniformly "Yuan (CNY)"; the unit of electricity quantity is uniformly "kilowatt-hour (kWh)"; the unit of load or demand is uniformly "kilowatt (kW)"; the unit of capacity is uniformly "kilovolt-ampere (kVA)")
- Average electricity price of the same industry in the current month: The average electricity price of the enterprise's affiliated industry in the current month, calculated as (total electricity charges of the same industry in the current month / total electricity consumption of the same industry in the current month). This value can be directly queried in the system reports.
- Current month's agency power purchase electricity price: Statistically categorized by electricity billing month, voltage level and electricity consumption category, which can be inquired from the public agency power purchase electricity price list.
- Year-on-year change of enterprise's total electricity charges: (Total electricity charges of the current month - Total electricity charges of the same period last year) / Total electricity charges of the same period last year.
- Month-on-month change of enterprise's total electricity charges: (Total electricity charges of the current month - Total electricity charges of the previous month) / Total electricity charges of the previous month.
- Current month's basic electricity charge billing mode: The basic electricity charge billing method adopted in the current month.
- Current month's basic electricity charge amount: The total amount of basic electricity charges for the current month.
- Current month's operating capacity (kVA): The rated capacity of operating transformers in the current month.
- Current month's maximum demand (kW): The peak demand value recorded in the current month.
- Current month's actual power factor: The actual power factor measured in the current month.
- Current month's power adjustment electricity charge: The electricity charge for power factor adjustment in the current month.
- Power generation method of associated power generation households: The power generation mode of the associated power generation households in the current month.
- Contract capacity of associated power generation households (kVA): The contracted capacity of the associated power generation households in the current month.
- Grid-connected electricity quantity of associated power generation households in the current month: The total electricity quantity fed into the power grid by the associated power generation households in the current month.
- Rationality of time-of-use electricity consumption: A proportion of off-peak hours electricity quantity ≥ 41.67% is deemed reasonable, while a proportion < 41.67% is deemed unreasonable.
- Reasonable basic electricity charge billing suggestion: Calculate the basic electricity charges based on the current month's maximum demand and operating capacity respectively, and compare the two results.
- Whether the enterprise's basic electricity charge billing mode needs adjustment: For users adopting capacity-based billing, no adjustment is required if the demand-based calculated value is greater than the capacity-based calculated value, otherwise adjustment is needed; for users adopting demand-based billing, adjustment is required if the demand-based calculated value is greater than the capacity-based calculated value, otherwise no adjustment is needed.
- Estimated reducible electricity charge after adjustment: The difference between the basic electricity charges calculated based on maximum demand and operating capacity.
- Power factor adjustment suggestion: If the current month's power adjustment electricity charge ≤ 0, the suggestion is "Rational, no adjustment required"; if the current month's power adjustment electricity charge > 0, the suggestion is "Unreasonable, adjustment recommended".
- Transformer operation suggestion: If the operating capacity exceeds the maximum load of the current month, the suggestion is "Transformer operation is reasonable"; if the operating capacity is less than or equal to the maximum load of the current month, the suggestion is "The transformer operation this month exceeds the upper limit, please keep electricity consumption within the reasonable operating range of the transformer".
- Average electricity price suggestion (compared with the industry average electricity price): If the current month's household average electricity price is higher than the average electricity price of the same industry in the current month, the suggestion is "The current month's average electricity price is higher than the industry average, it is recommended to adjust time-of-use electricity consumption to increase off-peak electricity usage or consult an electricity sales company"; if the current month's household average electricity price is lower than the average electricity price of the same industry in the current month, the suggestion is "The average electricity price is reasonable, please continue to maintain".

搜集汇总

背景与挑战

背景概述

该数据集是湖州供电公司提供的企业用电优化数据，包含868条记录，每月更新，涵盖用电量、电费、分时分析等50个字段，通过算法规则为企业提供用电优化建议，助力降本增效，适用于浙江省湖州市区域。